public bool IsToxic(string text)
{
ModelOutput result = ModelConsumer.Predict(new ModelInput
{
SentimentText = text
});
return(result.Prediction == "1");
}
private void btnLoad_Click(object sender, EventArgs e)
{
var url = txtImageUrl.Text;
var imageFilePath = Path.GetTempFileName();
DownloadImage(url, imageFilePath);
ResizeImage(imageFilePath);
var consumer = new ModelConsumer();
var response = consumer.PredictObjects(imageFilePath);
RenderResult(imageFilePath, response);
}
public IActionResult Get([FromQuery] List <uint> idList, int maxPrediction = 1)
{
try
{
ModelConsumer modelConsumer = new ModelConsumer(ModelBuilder.GetFullPath(ModelTrainer.CommonConstant.MODEL_FILE_NAME));
var result = modelConsumer.Predict(idList, maxPrediction);
return(Ok(new ApiResult()
{
Code = ResultCode.Success,
Data = result,
Message = ResultCode.Success.DisplayName()
}));
}
catch (Exception e)
{
return(Error(new ApiResult()
{
Code = ResultCode.UnknownError,
Message = ResultCode.UnknownError.DisplayName() + e.Message
}));
}
}
public IActionResult Get(uint id)
{
try
{
ModelConsumer modelConsumer = new ModelConsumer(ModelBuilder.GetFullPath(ModelTrainer.CommonConstant.MODEL_FILE_NAME));
var top5 = modelConsumer.Predict(id);
return(Ok(new ApiResult()
{
Code = ResultCode.Success,
Message = ResultCode.Success.DisplayName(),
Data = top5
}));
}
catch (Exception e)
{
return(Error(new ApiResult()
{
Code = ResultCode.UnknownError,
Message = ResultCode.UnknownError.DisplayName() + e.Message
}));
}
}
public ModelOutput Test([FromQuery] string text)
{
return(ModelConsumer.GetSentiment(text, SentimentList.Common));
}
